Rahul Singh

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 128

Top Venues

CoRR

AMCIS

Comput. Biol. Medicine

BIBM

Publications

Henansh Tanwar, Kunal Shrivastva, Rahul Singh, Dhruv Kumar
OpineBot: Class Feedback Reimagined Using a Conversational LLM. CoRR (2024)
Md Tajmilur Rahman, Rahul Singh, Mir Yousuf Sultan
Automating Patch Set Generation from Code Review Comments Using Large Language Models. CoRR (2024)
A Ch Madhusudanarao, Rahul Singh
On Learning for Ambiguous Chance Constrained Problems. CoRR (2024)
Keyur Joshi, Rahul Singh, Tommaso Bassetto, Sarita V. Adve, Darko Marinov, Sasa Misailovic
FastFlip: Compositional Error Injection Analysis. CoRR (2024)
Md Tajmilur Rahman, Rahul Singh, Mir Yousuf Sultan
Automating Patch Set Generation from Code Reviews Using Large Language Models. CAIN (2024)
Harshiv Chandra, Akash Ghosh, Rahul Singh, M. B. Srinivas
SNN-LIF Model for Glaucoma Classification. AICAS (2024)
Md. Tuhinur Rahman, Rahul Singh
Impact of social influence on continuous use of mobile game applications. AMCIS (2023)
Rahul Singh, Yongxin Chen
Learning Gaussian Hidden Markov Models From Aggregate Data. IEEE Control. Syst. Lett. 7 (2023)
Saleh Hamad Sajaan Almansour, Rahul Singh, Saleh Mabruk Hadrami Alyami, Neha Sharma, Mana Saleh Al Reshan, Sheifali Gupta, Mahdi Falah Mahdi Alyami, Asadullah Shaikh
A Convolution Neural Network Design for Knee Osteoarthritis Diagnosis Using X-ray Images. Int. J. Online Biomed. Eng. 19 (7) (2023)
Rahul Singh, Parvin Kumar, Jayant Sindhu, Meena Devi, Ashwani Kumar, Sohan Lal, Devender Singh
colorimetric screening and GA-MLR based QSAR modelling supported by molecular docking, molecular dynamics simulation and ADMET studies. Comput. Biol. Medicine 157 (2023)
Onyi Nwafor, Xiao Ma, Norman A. Johnson, Rahul Singh, Ravi Aron
Differential Impacts of Technology-Network Structures on Cost Efficiency: Knowledge Spillovers in Healthcare. J. Manag. Inf. Syst. 40 (3) (2023)
Rahul Singh, Rituraj Purohit
Computational analysis of protein-ligand interaction by targeting a cell cycle restrainer. Comput. Methods Programs Biomed. 231 (2023)
Abdul Kader Khan, Rahul Singh
Response Failure of Mental Health Chatbots: Examining the Impact on Discontinuance. AMCIS (2023)
Rahul Singh, Yongxin Chen
Signed Graph Neural Networks: A Frequency Perspective. Trans. Mach. Learn. Res. 2023 (2023)
Jiadong Yu, Rahul Singh
An Integrated Shape-Texture Descriptor for Modeling Whole-Organism Phenotypes in Drug Screening. ISVC (1) (2023)
Fiona Senchyna, Rahul Singh
Dynamic Epidemiological Networks: A Data Representation Framework for Modeling and Tracking of SARS-CoV-2 Variants. J. Comput. Biol. 30 (4) (2023)
Rahul Singh, Pranav Kanuparthi
Related Rhythms: Recommendation System To Discover Music You May Like. CoRR (2023)
Ajay Kaushik, Lakshmi Sai Srikar Vadlamani, Mohammed Mohsin Hussain, Milind Sahay, Rahul Singh, Ananya Komal Singh, S. Indu, Puneet Goswami, Nalliyanna Goundar Veerappan Kousik
Post Quantum Public and Private Key Cryptography Optimized for IoT Security. Wirel. Pers. Commun. 129 (2) (2023)
Manali Dutta, Rahul Singh
Optimal Scheduling Policies for Remote Estimation of Autoregressive Markov Processes Over Time-Correlated Fading Channel. CDC (2023)
Rahul Singh, Muhammad Huzaifa, Jeffrey Liu, Anjul Patney, Hashim Sharif, Yifan Zhao, Sarita V. Adve
Power, Performance, and Image Quality Tradeoffs in Foveated Rendering. VR (2023)
Rahul Singh, Suhas Vijaykumar
Kernel Ridge Regression Inference. CoRR (2023)
Omkar Bhilare, Rahul Singh, Vedant Paranjape, Sravan Chittupalli, Shraddha Suratkar, Faruk Kazi
DEEPFAKE CLI: Accelerated Deepfake Detection Using FPGAs. PDCAT (2022)
Rahul Singh, P. P. Amritha, M. Sethumadhavan
Scoring Scheme to Determine the Sensitive Information Level in Surface Web and Dark Web. ICACDS (1) (2022)
Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Inference With Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach. IEEE Trans. Autom. Control. 67 (9) (2022)
Sahinur Rahman Laskar, Rahul Singh, Md Faizal Karim, Riyanka Manna, Partha Pakray, Sivaji Bandyopadhyay
Investigation of English to Hindi Multimodal Neural Machine Translation using Transliteration-based Phrase Pairs Augmentation. WAT@COLING (2022)
Sahinur Rahman Laskar, Rahul Singh, Shyambabu Pandey, Riyanka Manna, Partha Pakray, Sivaji Bandyopadhyay
CNLP-NITS-PP at MixMT 2022: Hinglish-English Code-Mixed Machine Translation. WMT (2022)
Madhurima Vardhan, Narayan Hegde, Srujana Merugu, Shantanu Prabhat, Deepak Nathani, Martin Seneviratne, Nur Muhammad, Pranay Reddy, Sriram Lakshminarasimhan, Rahul Singh, Karina Lorenzana, Eshan Motwani, Partha Talukdar, Aravindan Raghuveer
Walking with PACE - Personalized and Automated Coaching Engine. UMAP (2022)
Kunal Thapar, Rahul Singh, Zubair Md. Fadlullah, Mostafa M. Fouda, Nidal Nasser, Asmaa Ali
A Hybrid AI Model for Improving COVID-19 Sentiment Analysis in Social Networks. ICC (2022)
Omkar Patil, Rahul Singh, Tarun Joshi
Understanding Metrics for Paraphrasing. CoRR (2022)
Sahinur Rahman Laskar, Rahul Singh, Abdullah Faiz Ur Rahman Khilji, Riyanka Manna, Partha Pakray, Sivaji Bandyopadhyay
CNLP-NITS-PP at WANLP 2022 Shared Task: Propaganda Detection in Arabic using Data Augmentation and AraBERT Pre-trained Model. WANLP@EMNLP (2022)
Omkar Bhilare, Rahul Singh, Vedant Paranjape, Sravan Chittupalli, Shraddha Suratkar, Faruk Kazi
DEEPFAKE CLI: Accelerated Deepfake Detection using FPGAs. CoRR (2022)
Rahul Singh, Yongxin Chen
Signed Graph Neural Networks: A Frequency Perspective. CoRR (2022)
Rahul Singh
Generalized Kernel Ridge Regression for Long Term Causal Inference: Treatment Effects, Dose Responses, and Counterfactual Distributions. CoRR (2022)
Rahul Singh, Vasilis Syrgkanis
Automatic Debiased Machine Learning for Dynamic Treatment Effects. CoRR (2022)
Rahul Singh, Qinsheng Zhang, Yongxin Chen
Learning hidden Markov models from aggregate observations. Autom. 137 (2022)
Qinsheng Zhang, Rahul Singh, Yongxin Chen
Inference of Aggregate Hidden Markov Models With Continuous Observations. IEEE Control. Syst. Lett. 6 (2022)
Soham Raste, Rahul Singh, Joel Vaughan, Vijayan N. Nair
Quantifying Inherent Randomness in Machine Learning Algorithms. CoRR (2022)
Rahul Singh, Vijay Kumar Bhardwaj, Pralay Das, Dhananjay Bhattacherjee, Grigory V. Zyryanov, Rituraj Purohit
Benchmarking the ability of novel compounds to inhibit SARS-CoV-2 main protease using steered molecular dynamics simulations. Comput. Biol. Medicine 146 (2022)
Rahul Singh, Keuntaek Lee, Yongxin Chen
Sample-based Distributional Policy Gradient. L4DC (2022)
Deeptanshu Jha, Samantha R. La Marca, Rahul Singh
Identifying and Characterizing Opioid Addiction States Using Social Media Posts. BIBM (2021)
Rahul Singh
Debiased Kernel Methods. CoRR (2021)
Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Incremental Inference of Collective Graphical Models. IEEE Control. Syst. Lett. 5 (2) (2021)
Meenakshi Duhan, Parvin Kumar, Jayant Sindhu, Rahul Singh, Meena Devi, Ashwani Kumar, Ramesh Kumar, Sohan Lal
Exploring biological efficacy of novel benzothiazole linked 2, 5-disubstituted-1, 3, 4-oxadiazole hybrids as efficient α-amylase inhibitors: Synthesis, characterization, inhibition, molecular docking, molecular dynamics and Monte Carlo based QSAR studies. Comput. Biol. Medicine 138 (2021)
Rahul Singh
Generalized Kernel Ridge Regression for Causal Inference with Missing-at-Random Sample Selection. CoRR (2021)
Victor Chernozhukov, Whitney K. Newey, Rahul Singh
A Simple and General Debiased Machine Learning Theorem with Finite Sample Guarantees. CoRR (2021)
Zachary Prince, Deeptanshu Jha, Rahul Singh
DUI: the drug use insights web server. Bioinform. 37 (24) (2021)
Rahul Singh, Vijay Kumar Bhardwaj, Rituraj Purohit
approach. Comput. Biol. Medicine 139 (2021)
Rahul Singh, Aditya Goel, Deepak Kumar Raghuvanshi
Binary glioma grading framework employing locality preserving projections and Gaussian radial basis function support vector machine. Int. J. Imaging Syst. Technol. 31 (4) (2021)
Fiona Senchyna, Rahul Singh
Analysis of SARS-CoV-2 Temporal Molecular Networks Using Global and Local Topological Characteristics. ICCABS (2021)
Rahul Singh
A Finite Sample Theorem for Longitudinal Causal Inference with Machine Learning: Long Term, Dynamic, and Mediated Effects. CoRR (2021)
Wei Zhao, Rahul Singh, Tarun Joshi, Agus Sudjianto, Vijayan N. Nair
Self-interpretable Convolutional Neural Networks for Text Classification. CoRR (2021)
Anish Agarwal, Rahul Singh
Causal Inference with Corrupted Data: Measurement Error, Missing Values, Discretization, and Differential Privacy. CoRR (2021)
Rahul Singh, Yongxin Chen
Inference of collective Gaussian hidden Markov models. CoRR (2021)
Rahul Singh, Liyuan Xu, Arthur Gretton
Kernel Methods for Multistage Causal Inference: Mediation Analysis and Dynamic Treatment Effects. CoRR (2021)
Rahul Singh, Vijay Kumar Bhardwaj, Jatin Sharma, Dinesh Kumar, Rituraj Purohit
Identification of potential plant bioactive as SARS-CoV-2 Spike protein and human ACE2 fusion inhibitors. Comput. Biol. Medicine 136 (2021)
Archit Parnami, Rahul Singh, Tarun Joshi
Pruning Attention Heads of Transformer Models Using A* Search: A Novel Approach to Compress Big NLP Architectures. CoRR (2021)
Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Multi-Marginal Optimal Transport and Probabilistic Graphical Models. IEEE Trans. Inf. Theory 67 (7) (2021)
Rahul Singh, Aditya Goel, Deepak Kumar Raghuvanshi
M.R. brain tumor classification employing ICA and kernel-based support vector machine. Signal Image Video Process. 15 (3) (2021)
Rahul Singh, Aditya Goel, Deepak Kumar Raghuvanshi
Computer-aided diagnostic network for brain tumor classification employing modulated Gabor filter banks. Vis. Comput. 37 (8) (2021)
Rahul Singh, Karan Jindal, Yufei Yu, Hanyu Yang, Tarun Joshi, Matthew A. Campbell, Wayne B. Shoumaker
Robustness Tests of NLP Machine Learning Models: Search and Semantically Replace. CoRR (2021)
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
Accelerating computational modeling and design of high-entropy alloys. Nat. Comput. Sci. 1 (1) (2021)
Victor Chernozhukov, Whitney Newey, Rahul Singh, Vasilis Syrgkanis
Adversarial Estimation of Riesz Representers. CoRR (2021)
Tahmina Sultana, Rahul Singh
Impact of the Interplay Between Visualization Styles and Cognitive Bias on Managerial Cognition. AMCIS (2021)
Rahul Singh, Yongxin Chen
Inference of collective Gaussian hidden Markov models. CDC (2021)
Rahul Singh, Vijay Kumar Bhardwaj, Pralay Das, Rituraj Purohit
A computational approach for rational discovery of inhibitors for non-structural protein 1 of SARS-CoV-2. Comput. Biol. Medicine 135 (2021)
Vijay Kumar Bhardwaj, Rahul Singh, Pralay Das, Rituraj Purohit
Evaluation of acridinedione analogs as potential SARS-CoV-2 main protease inhibitors and their comparison with repurposed anti-viral drugs. Comput. Biol. Medicine 128 (2021)
Deeptanshu Jha, Rahul Singh
SMARTS: the social media-based addiction recovery and intervention targeting server. Bioinform. 36 (6) (2020)
Anjana Umapathy, Karthik Radhakrishnan, Kinjal Jain, Rahul Singh
CiteQA@CLSciSumm 2020. SDP@EMNLP (2020)
Anand Kumar, Rahul Singh, Yiqin Cai, Santiago Grijalva
Smart Home Energy Management System With Optimal Source Selection in a Real-Time Pricing Environment. ICCE (2020)
Vijay Kumar Bhardwaj, Rahul Singh, Jatin Sharma, Pralay Das, Rituraj Purohit
Structural based study to identify new potential inhibitors for dual specificity tyrosine-phosphorylation- regulated kinase. Comput. Methods Programs Biomed. 194 (2020)
Rahul Singh, Keuntaek Lee, Yongxin Chen
Sample-based Distributional Policy Gradient. CoRR (2020)
Rahul Singh, Liyuan Xu, Arthur Gretton
Kernel Methods for Policy Evaluation: Treatment Effects, Mediation Analysis, and Off-Policy Planning. CoRR (2020)
Rahul Singh, Aditya Goel, Deepak Kumar Raghuvanshi
Ensemble-based glioma grade classification using Gabor filter bank and rotation forest. IET Image Process. 14 (15) (2020)
Deeptanshu Jha, Rahul Singh
Analysis of associations between emotions and activities of drug users and their addiction recovery tendencies from social media posts using structural equation modeling. BMC Bioinform. (18) (2020)
Brigid Akyamaa Appiah Otoo, Rahul Singh
The Mediating Role of Blockchain Competencies on the Information Sharing and Supply Chain Performance Link. AMCIS (2020)
Jim Jenkins, Rahul Singh
Investigating Data Visualization Decision Errors: Do Tools Enable Users to Make Bad Decisions and more confidently? AMCIS (2020)
Isabel Haasler, Rahul Singh, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Multi-marginal optimal transport and probabilistic graphical models. CoRR (2020)
Agus Sudjianto, William Knauth, Rahul Singh, Zebin Yang, Aijun Zhang
Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification. CoRR (2020)
Qinsheng Zhang, Rahul Singh, Yongxin Chen
Filtering for Aggregate Hidden Markov Models with Continuous Observations. CoRR (2020)
Rahul Singh, Tarun Joshi, Vijayan N. Nair, Agus Sudjianto
Model Robustness with Text Classification: Semantic-preserving adversarial attacks. CoRR (2020)
Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Inference with Aggregate Data: An Optimal Transport Approach. CoRR (2020)
Rahul Singh, Qinsheng Zhang, Yongxin Chen
Improving Robustness via Risk Averse Distributional Reinforcement Learning. L4DC (2020)
Utkarsh Agrawal, Jatin Arora, Rahul Singh, Deepak Gupta, Ashish Khanna, Aditya Khamparia
Hybrid Wolf-Bat Algorithm for Optimization of Connection Weights in Multi-layer Perceptron. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Rahul Singh, Qinsheng Zhang, Yongxin Chen
Improving Robustness via Risk Averse Distributional Reinforcement Learning. CoRR (2020)
Rahul Singh, Qinsheng Zhang, Yongxin Chen
Learning Hidden Markov Models from Aggregate Observations. CoRR (2020)
Shrirang Sahasrabudhe, Rahul Singh
Interaction Strategies of Blind Web Users - A Qualitative Study. AMCIS (2020)
Rahul Singh
Kernel Methods for Unobserved Confounding: Negative Controls, Proxies, and Instruments. CoRR (2020)
Rahul Singh, Gokul Subramanian Ravi, Mikko H. Lipasti, Joshua San Miguel
Value Locality Based Approximation With ODIN. IEEE Comput. Archit. Lett. 19 (2) (2020)
Nisarg Mistry, Maneesh Darisi, Rahul Singh, Meet Shah, Aditya Malshikhare
Legal Amount Recognition in Bank Cheques Using Capsule Networks. MIND (2) (2020)
Rahul Singh, Isabel Haasler, Qinsheng Zhang, Johan Karlsson, Yongxin Chen
Incremental inference of collective graphical models. CoRR (2020)
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
Accelerating computational modeling and design of high-entropy alloys. CoRR (2020)
Rahul Singh, Yoon Jeon Kim
Systematic Approach to Develop Sustainable Makerspaces in Resource-Constrained Schools. FabLearn (2019)
Songtao Lu, Rahul Singh, Xiangyi Chen, Yongxin Chen, Mingyi Hong
Alternating Gradient Descent Ascent for Nonconvex Min-Max Problems in Robust Learning and GANs. ACSSC (2019)
Indika Dissanayake, Sridhar P. Nerur, Rahul Singh, Yang Lee
Medical Crowdsourcing: Harnessing the "Wisdom of the Crowd" to Solve Medical Mysteries. J. Assoc. Inf. Syst. 20 (11) (2019)
Rahul Singh, Liyang Sun
De-biased Machine Learning for Compliers. CoRR (2019)
Susnata Mondal, Rahul Singh, Jeyanandh Paramesh
A Reconfigurable Bidirectional 28/37/39GHz Front-End Supporting MIMO-TDD, Carrier Aggregation TDD and FDD/Full-Duplex with Self-Interference Cancellation in Digital and Fully Connected Hybrid Beamformers. ISSCC (2019)
Rahul Singh, Ankur Ravindra Bodhe, Pranav Kanuparthi, Aditya Ananthakrishnan, Jeremy Pitt
From Classification to Definition: The Changing Nature of Human Adjudication. IEEE Technol. Soc. Mag. 38 (4) (2019)
Rahul Singh, Maneesh Sahani, Arthur Gretton
Kernel Instrumental Variable Regression. CoRR (2019)
Rahul Singh, Maneesh Sahani, Arthur Gretton
Kernel Instrumental Variable Regression. NeurIPS (2019)
Rahul Singh, Viraj Shah, Balaji Sesha Sarath Pokuri, Soumik Sarkar, Baskar Ganapathysubramanian, Chinmay Hegde
Physics-aware Deep Generative Models for Creating Synthetic Microstructures. CoRR (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rahul Singh